Question

我在使用dplyr库时遇到了困难。我一直在尝试实现一个相对简单的代码，但出于某种原因，当我将一个变量分组并尝试求和以获得该变量的总和时，我只得到NA值。这是我的文件：

https://www.dropbox.com/sh/zhxfj6cm6gru0t1/AAA-DgeTrngJ0md12W2bEzi0a

这是代码：

library (dplyr)
#we set the working directory
setwd("~/asado/R/emp")
##we list the files
list.files()
##we load the csv files
emp1 <- read.csv("AI_EMP_CT_A.csv", sep=',')
##emp1 contains employment information for US counties with naics classification
##empva is another part of the same dataset
empva <- read.csv("AI_EMP_CT_VA_A.csv", sep=',')
##we merge our files, they have the same dimentions so rbind works
emp <- data.frame(rbind(emp1, empva))
##we create a variable to summarize our data
##and make sure is stored as character
emp$naics <- as.character(substring(emp$Mnemonic,3,6))

##we try to summarize by the variable naics, summing for Dec.2013
useemp<- emp%.% group_by(naics) %.%
  summarize(total=sum(Dec.2013, na.rm=T))
##the resulting dataframe shows NA
head(useemp)

知道发生了什么事吗？

Answer 1

这对我有用，但读取你的empva文件很复杂，因为最后一栏， 2013年12月填满;并且没有与之分开。你确定它被读作数字吗？

useemp <- emp %>% group_by(naics) %>%
      summarize(total=sum(Dec.2013, na.rm=T))
    head(useemp)

    Source: local data frame [6 x 2]

      naics     total
    1  2111 132.04674
    2  2121  24.84666
    3  2122  23.90470
    4  2123  17.57697
    5  2131  77.20557
    6  2211 119.30697

group_by没有总结

1 个答案: